{
  "id": "workflow:ab-experiment-lifecycle",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-ml-data.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "A/B Experiment Lifecycle",
    "workflowKind": "data",
    "triggerType": "event-driven",
    "typicalCadence": "per-experiment",
    "complexity": "cross-team",
    "description": "Governs the full lifecycle of an A/B experiment — hypothesis formulation,\nsample size calculation, feature flag setup, traffic allocation, statistical\nanalysis, and decision documentation. Excludes feature implementation.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "role:engineering-manager",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "role:product-designer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "domain:data-science",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "domain:software-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "responsibility:write-rfc-documents",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "org-unit:data-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "org-unit:product-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:ab-experiment-lifecycle",
      "to": "org-unit:ml-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:ab-testing-platform",
      "to": "workflow:ab-experiment-lifecycle",
      "kind": "follows_workflow"
    }
  ]
}